Note: the WWW links given in this chapter are very dated and
probably few will still work. The chapter remains posted because the
discussion of IPM concepts and resources still has pertinence (the editors)
Introduction
Integrated Pest Management (IPM) is a system for accomplishing a specific goal;
minimizing the impact of pests by using a variety of control procedures and attempting to
decrease the overall chemical input into the environment. As such, it is composed of a
number of steps: identifying the pest and its life history, establishing economic injury
thresholds , monitoring, scouting and modeling populations, applying control tactics, and
assessing the success of the program. As with any system, IPM is impacted by the
development of new technology. The degree of that impact depends on how much the
technology effects the component steps of the system. Many of the steps in IPM depend
heavily on accurate and timely information and so can greatly benefit from the development
of improved methods of accessing and disseminating information. The Internet, and the
World Wide Web represent important improvements in information systems. The impact these
systems have on IPM is just starting to be felt.
The Internet is a world-wide network of well over 2 million server machines. A server
is a machine which allows other computers (referred to as clients) to access certain files
and programs without requiring an account on the serving computer. The Internet was
designed to share information from a variety of sources to a large number of end-users.
Use of the Internet has grown exponentially since the development and introduction of the
World Wide Web (WWW or the Web). WWW sites and the programs which allow access to them
(called Browsers) have greatly simplified the use of the Internet as an information tool
and provided access to many people to whom this method of information retrieval would
previously have been unavailable. Browsers have a graphical interface and are operated
with 'point-and-click' mouse commands. WWW sites are often referred to as pages because
when viewed with a browser, they resemble magazine pages, often including in-line
graphics.
There is a wide variety of information available over the Internet, although perhaps
most of it is presently static in nature (i.e. it is a representation of printed
material). The Web, however, can serve interactive information and has great potential to
be more than simply a method of archiving and redistributing printed material. Web site
pages can be updated very quickly and with great ease. This makes Web sites ideal for
providing updated, rapidly changing information. Timely information, such as state pest
alerts and changing label information or spray recommendations, can be available within
minutes of the information being received by the Web site administrators. In addition,
there are a number of methods for automating these updates, including inputting data from
remote sites and incorporating it into a Web page. Already, current weather information is
being uploaded from weather stations on regional and national scales and made available
over the Web on a number of sites. Common Gateway Interface binary (CGI-bin) scripts allow
data to be transferred from a browser to an executable program on the WWW server. A user
can input variables via the browser and the Web server will, in turn, use these variables
in an executable program and output the results to the client through the browser
interface. In this way, the user, while having no control over the code of the executable
program, can use it to get output. There are several Web sites with models and expert
systems which function in this manner.
The WWW As An Information System
The WWW has great potential to be used in teaching, researching, and implementing IPM
programs. Although the type of information on the Web is constantly changing, it can be
generally divided into 3 categories: static material (material that is a reprint of
material existing in a printed format), usually extension fact sheets or research
publications; interactive models and decision making aids wherein the user enters
variables and the WWW server computes output (these are typically run through CGI-bin
files); and the provision of executable programs directly from the server to the client
machine's RAM (an example are JAVA applets). Of all of these, the latter two are probably
the most exciting from the viewpoint of WWW site developers. They may also offer the most
promising utilities for the IPM field. Decision making aids, both those run through
CGI-bin files and applets, may soon be available for a number of IPM models and programs.
Pest population monitoring systems and predictive models, pesticide recommendations,
mixing and application rate calculations, are already either available or are being
developed for the WWW. Some good examples of decision making tools in development (as well
as other experimental software for IPM) can be found at the Cyber's Edge site at North
Carolina State University.
Publishing material electronically over a network has a number of advantages over
publication of paper hardcopies. Fact sheets and reports on IPM programs are immediately
available from all over the globe. In addition to the wide geographic availabililty of
material, the Web offers the advantage of very quick delivery and the material itself is
usually as current as possible. Printed material, although a standard method of providing
information, is bulky, making transmission to remote locations expensive. Material
archived on CD-Rom has the advantage of being randomly accessed and is easy to store and
ship but is not as timely as is regularly updated, networked material. Because of this,
the Web represents a significant improvement over existing information systems.
Existing methods of disseminating information, however, are still efficient and their
infrastructure is well-established. Consequently, any new technology should be treated as
an augmentation rather than a replacement. The WWW should not be seen as a replacement for
library searches, but as a way of getting material that is not otherwise available to the
user. IPM materials from other regions and countries may provide valuable insights for
users. In addition, even if the information is not applicable to a user's area, WWW sites
in other area can provide contact points for people working on similar problems.
Browsing The WWW
There are two ways to browse the WWW and get information. Users looking for specific
information will frequently perform a search using one of the Web search engines, go to
specific sites and download information of interest. At other times users may be exploring
the Web or looking for a starting point for their information search and simply follow the
hot links from site to site ('surfing the 'Net'). A good place to start for information on
any topic is YAHOO, one of the earliest Internet
guides. Guides, such as YAHOO, collect URL's and catalog them according to category. For
IPM information, another useful place to start looking would be one of the regional sites
of the National Integrated Pest Management Network. Both methods can
yield valuable information, but, as with all other information systems, the original
source should be considered and the information interpreted accordingly. This is
especially important with information which has environmental, economic and health
ramifications, such as that related to IPM. If a user intends to use information or
implement recommendations from a site it is important to know who established the site,
for what reason the site was established, and from where the site is published. It should
be remembered that the WWW has become an important advertising medium for commercial
interests and information found on Web pages should be considered accordingly. In
addition, recommendations found on pages published from different countries than the
users' may not be valid and application materials may not be registered or even available.
Noting the authorship of material that has been posted on a Web site is also important; it
serves as provenance for the validity of recommendations, dates the research that led to
recommendations, and provides some measure of quality assessment. Generally speaking,
however, recommendations posted on the WWW can be assumed to fall within current
registration guidelines for the area in which the page is published.
Various fields of IPM have already felt a positive impact from the development of the
WWW. To evaluate the degree of that impact, we will examine the ways in which the WWW can
aid in the different steps of IPM programs. We will consider existing information that is
available over the Web and discuss some of the future plans or WWW sites directed towards
IPM. Many of the examples of existing sites will be linked and the reader is encouraged to
follow these links and examine those sites. It should be noted that the changing nature of
the WWW means that the sites mentioned in this chapter might not represent the best
examples of particular sites. They were simply familiar and available to the author at the
time this chapter was written.
Steps in IPM:

1) Identifying the pest species, its damage, and life history
Checking the Web for existing documents dealing with a pest is analogous to performing
a literature search in a library. Most of the information found on the Web which can help
in this step is static. Prepared documents from State Extension services such as fact
sheets or pest updates are posted on a number of extension sites. This is one advantage
over a standard library search, many state extension publications are not available in
out-of-state libraries. Certainly they are hard to come by in rural areas. A motivating
factor for State Extension services placing these documents on a Web server is the lower
price of publication. It costs much less to put a document onto a WWW site than it does to
produce a standard issue printing of several thousand hardcopies. It is hoped that many
out-of-date, but still useful publications will also be archived on WWW sites. One place
to start would be the National IPM Network (NIPMN) Regional Site for your USDA region. The
regional sites contain links to State extension Web sites in those regions. The NIPMN is a
network of collaborating institutions which provide region-wide IPM information over the
WWW and to facilitate establishment of cooperating state sites.

NIPMN Regional Sites
Examining sites which either share the same pest problem or are in the same geographical
area is a good start to finding information characterizing a pest problem. Another
possibility is to get in touch with the contact person for any of the sites on which you
find related information. Most Web sites which are providing a public service will have an
linked e-mail address to the site coordinator. For example, at the bottom of the Colorado
State University NIPMN site, you will find a linked address:
macraei@bugs.agsci.colostate.edu .
This is a direct mailing to the site coordinator, who can provide new sources or forward
questions to the appropriate Extension specialist.

2) Establishing economic injury thresholds
Existing recommended thresholds for some pests may be available in current publications
that are available over the Web. These can be accessed and the information evaluated for
suitability to the user's situation. Thresholds can also be calculated via simple models.
A user can input the variables of interest into these models and allow the host machine to
calculate the threshold of interest (e.g. the Economic Injury Level). The most current
market values can be used in these calculations as market prices are one of the types of
timely data available over the WWW.
WWW Sites With Market News and Agricultural Statistics

3) Monitoring, scouting and predicting populations
There are two major aspects of monitoring that can be facilitated by the WWW:
monitoring existing populations and projecting possible future populations through on-line
models. Both are currently being pursued on a number of sites.
Real-time population monitoring over the WWW generally takes the form of a population
map. Populations estimated by field sampling can be uploaded directly from the field via
modem. These values can be incorporated into either models or mapping programs to chart
real-time pest populations in the field. The output from these programs can be uploaded
via CGI-bin scripts onto a WWW site, giving users access to real-time regional pest
populations from any area sampled.
Examples of Real-Time Pest Mapping
- 1) New Mexico University
Engineering Research Institute has provided the technology to map the results of the
USDA-APHIS PPQ grasshopper survey in New Mexico in real-time. Field survey personnel
upload site locations and grasshopper population estimates daily to the NMERI server where
they are processed by the Geographic Information System (GIS) Arc/Info. The graphic output
from Arc/Info is uploaded onto NMERI's WWW site via a CGI-bin script. The map is updated
automatically throughout the season and the user gets the most recent population data.
- 2) The Integrated Plant
Protection Center at Oregon State University , as part of the Area Wide Codling Moth
Project, has established a similar site for mapping area wide coddling moth populations.
The purpose of this project is to provide growers, field advisors, extension persons, and
researchers access to information relevant to better codling moth management. In this
case, the user chooses from a number of data sources and builds a map for a particular
geographic area of interest.
Regional IPM programs will benefit most from real-time monitoring of pest populations.
Mapping pest populations on a smaller geographic scale and uploading this data to the WWW
would have limited practical or financial return. It may prove worthwhile, however, for an
agricultural consulting firm with a number of clients in a particular area. Recent pest
populations and movement could be graphically demonstrated to clients.
The use of models to predict pest populations under given conditions is also being
pursued on the Web. A number of modeling utilities useful in projecting pest populations
or modeling crop phenologies are available over the web. Some sites offer interactive
models, some have downloadable software, while others merely provide reviews or references
to software. There are simulation models available at several of these sites which may be
customized to a particular system. Available predictive models tend to be either pest or
crop specific.
Examples of Modeling Resources on the WWW
- University of Wisconsin IPM WWW Site has WISDOM , A decision-support and
record-keeping program for agriculture, and Potato
Crop Manager. PCM provides timely recommendations for controlling these pests with
minimum pesticide application (along with alternative control methods).
- The Gypsy Moth Home Page at Virginia Tech
has a number of models dealing with Gypsy Moth populations: Gypsy Moth Life Systems Model, Mating Success of Gypsy
Moth, and Population
Boundary Estimations
- The USDA-ARS Biological Control of Pests
Research Unit has a description of Hermes, an object-oriented modeling program which
does not require the user to learn a complex programming language.
- The Cooperative Research
Centre for Tropical Pest Management has population simulation models, spatial
population models and risk analysis models available.
- CALGOS, a cotton simulation
model that helps growers predict the possible results of alternative decisions on
irrigation, nitrogen application, and other management practices.
- AgLinks, a free
service offered by Clark Consulting International, has a section dealing with Agricultural
modeling links.
- University of
California Statewide Integrated Pest Management Project maintains a listing of IPM
related Microcomputer software and databases, including TRAP 2.0, a program designed to
analyze trap catches.
Component information which is used by phenology models, such as the accumulation of
specific heat units, is also present on the WWW. Weather information, both timely and
archived, is available for any agricultural location in the world.
Some WWW Weather Sites Useful to IPM

4) Selecting and applying control techniques
There are a number of resources which can help with the various control techniques
utilized in IPM. For example, one of the important concepts in IPM is that of taking
advantage of density-independent mortality factors. Many of the above weather
links provide storm and frost warnings. These natural mortality factors may either
negate the necessity of a control procedure being implemented or it may be decided to
augment this mortality with the control procedure. In either case, forewarning of an
impending weather system is useful. There are several control techniques utilized in IPM
that have reference sources available on the Web.

i) Chemical control
There are number of sites which currently offer timely information which is very
important in the application of chemical pest control techniques. The inclusion of
pesticides in an IPM program requires not only the use of the right chemical but also that
its use is required biologically and economically. In addition, the chemical must be
applied in an efficient and safe manner, according to appropriate governmental
regulations.
The choice of chemical can be aided with a number of interactive decision making aids
available on the WWW. WWWHerb is an
interactive modeling program run through CGI-bin scripts. It gives ranked herbicide
recommendations for corn and soybeans in North Carolina. Other decision making aids are
currently being developed for the WWW.
There are a number of sites that provide current pesticide registration and safety
information. Some examples of which are:
- NCSU Cooperative Extension maintains a WWW version of the most recent North Carolina Agricultural Chemicals
Manual which provides the current pesticide recommendations and registrations for the
state.
- Pesticide label information for the U.S. can be found at the Label and MSDS Management Site. This is
a service by cooperating agrochemical companies to make their label and MSDS information
available to the public via the WWW.
- The North Central Regional Server of the NIPMN maintains the National Pest Management Materials Database.
A searchable index of all chemicals used in IPM in the U.S.
- Extoxnet (the EXtension TOXicology
NETwork), a combined project between Cornell, U.C. Davis, Michigan State University, and
Oregon State University, is a database of pesticide safety information, synthesized from
the label, MSDS and other information sources for each chemical.
- FAIRS (Florida Agricultural Information
Retrieval System), provides a number of pesticide related material via the WWW, including:
- A list of other sites with
pesticide information can be found maintained by the Virginia Tech Cooperative Extension Pesticide Program
page.

ii) Host plant resistance
Recent updates in research on Host Plant resistance can be found in several locations,
including the International Plant
Resistance to Insects Newsletter . Other researchers who might be able to offer
assistance or insight into a users questions may also be found on the web. A number of
universities have home page with faculty profiles,
including recent publications. These can help direct users to appropriate contacts.
Decision aid software is being designed that will assist in the selection of resistant
varieties. An example of this type software can be found at
There are some excellent resources on the WWW dealing with biological control. Pages
with background information or those reporting what biocontrol research is currently being
conducted can serve as a good starting point for users studying the use of biological
control in IPM or those planning to design an IPM program.
Some Biological Control Sites on the WWW
The WWW even provides some helpful resources for implementing biocontrol programs.
Suppliers of biological control organisms are available over the WWW from a number of
sources including The
Association of Natural Bio-control Producers, which provides a page listing all of the
member companies and their products (crosslinked by target organism). The California
Environmental Protection Agency publishes an electronic version of Suppliers Of Beneficial
Organisms In North America by C.D. Hunter.
The Biological Control
Virtual Information Center at North Carolina Site University has a number of links to
other biocontrol resources on the Web.

iv) Cultural control tactics
A netsearch can provide some sites with cultural information (e.g. the Texas Agricultural Extension Service's
Texas Plant Disease Handbook) Although it may be difficult to find information
regarding cultural pest control on the WWW, sources may be obtained by looking up the crop
itself. For example, a site containing IPM information on cotton may include a review of
cultural practices for pest control. The North Carolina State University NIPMN site
maintains a page containing IPM
information by commodity, each commodity section of which contains cultural pest
control techniques under the weeds, insects, or plant disease sections.
v) Sterile insect technique
Although there are a couple of good models to design SIT-based IPM programs, none are
currently available as interactive products on the WWW. However, some will soon be
available for downloading over the Web. A good review of the SIT program for Screwworm on
be found on the USDA-APHIS WWW site.

5) Evaluating treatment effectiveness
This is probably one of the most difficult and least addressed steps in IPM.
Unfortunately, there are few sites on the WWW that can aid in this step. However, regional
mapping projects, as mentioned earlier, and frequently updated population monitoring will
certainly assist the evaluation process.
CONCLUSIONS
The WWW represents a powerful new information tool, but, as with all other
silicon-based technologies, its ability and power are rapidly changing. Sites are being
established at a remarkable rate, and some are disappearing. Increased public awareness of
the Internet and the advent of commercial Internet servers has resulted in more and more
people being 'on-line'. The potential now exists to reach more people electronically than
through hard-copy. Although the responsibility for the quality of the information on a
site rests with those who established it, the wide variety of sources available and the
geographic areas from which they originate means that users must take responsibility for
the information being applicable to their situation.
The changing nature of the WWW, with its increased interactivity promises new
applications will be developing quickly. The interactive models mentioned here, being
operated through CGI-bin interfaces may well be replaced in the future with something
which is both quicker and more efficient. New developments in transmission compression
will certainly play a part in the future shape of the WWW as well. Currently, certain
servers do respond more slowly when Web traffic is heavy. The concept of WWW servers
downloading Applets (small applications) to the client machine and which then run within
the client machine's RAM using the browser as an interface (e.g. JAVA and Shockwave
Applets), may also offer some very interesting potential utilities for IPM. Eventually,
the WWW itself may be replaced by something quite different, much in the same way that it
supplanted Gopher. The value of the WWW to IPM as both an information system and decision
aid is growing and it's future usefulness will be limited only by WWW developers'
imagination.
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